DocumentCode :
916901
Title :
Adaptive channel error protection of subband encoded images
Author :
Westerink, P.H. ; Weber, J.H. ; Boekee, D.E. ; Limpers, J.W.
Author_Institution :
Matsushita Appl. Res. Lab., Burlington, NJ, USA
Volume :
41
Issue :
3
fYear :
1993
fDate :
3/1/1993 12:00:00 AM
Firstpage :
454
Lastpage :
459
Abstract :
Protection of images that are encoded using subband coding from channel error is addressed. In this scheme the low-pass subband is encoded using DPCM (differential pulse-code modulation), and the other subbands are encoded using a scalar quantizer. The quantizers are all Lloyd-Max quantizers, from which the representation levels have fixed length codewords. First, considering only single errors in each codeword, a channel error distortion measure is derived for each quantizer, that is, for each subband. Codewords are assigned to the quantizer representation levels, yielding a low value of the distortion measure. Next, sets Sij consisting of the jth bit from subband i are formed. Each set S ij is assigned a particular BCH code Cij. An algorithm that optimally assigns BCH codes Cij to each set Sij, based on a channel error distortion measure for the entire image, is derived. The protection scheme is adaptive, because each set of bits within each subband can be assigned a different error protection code. Examples show that this approach is preferable to assigning equal error protection codes to each set of bits. It is shown that in the case of a channel error probability of 10 -3, only 5% to 10% extra bits are needed for adequate channel error protection
Keywords :
BCH codes; coding errors; error correction codes; error statistics; image coding; pulse-code modulation; BCH code; DPCM; Lloyd-Max quantizers; adaptive channel error protection; channel error distortion measure; codeword; differential pulse-code modulation; error probability; error protection code; image coding; representation levels; scalar quantizer; subband coding; Channel coding; Decoding; Discrete cosine transforms; Distortion measurement; Error probability; Image coding; Image communication; Memoryless systems; Phase change materials; Protection;
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/26.221073
Filename :
221073
Link To Document :
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